Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
A skill your agent uses when revising a Journal of Financial Intermediation (JFI) manuscript for the journal's house conventions — numbered sections, author–date Elsevier referencing, a concise…
Install Jfi Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-writing-style --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style .claude/skills/jfi-writing-style && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "jfi-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style into .claude/skills/jfi-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-writing-style", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-styleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-writing-style --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style .agents/skills/jfi-writing-style && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jfi-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style into .agents/skills/jfi-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-writing-style", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-writing-style --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style .cursor/skills/jfi-writing-style && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jfi-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style into .cursor/skills/jfi-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-writing-style", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-writing-style --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style .gemini/skills/jfi-writing-style && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jfi-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style into .gemini/skills/jfi-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-writing-style", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-writing-styleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style .github/skills/jfi-writing-style && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jfi-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style into .github/skills/jfi-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-writing-style", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-writing-style --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style .opencode/skills/jfi-writing-style && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jfi-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style into .opencode/skills/jfi-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-writing-style", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jfi-writing-style- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 555 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when revising a Journal of Financial Intermediation (JFI) manuscript for the journal's house conventions — numbered sections, author–date Elsevier referencing, a concise…
- Revising a Journal of Financial Intermediation (JFI) manuscript for the journals house conventions — numbered sections
- SKILL.md covers When to trigger, JFI house conventions…, Make the mechanism land and Mechanism-first rewrite,…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Author–date Elsevier referencing
What it does
Jfi Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising a Journal of Financial Intermediation (JFI) manuscript for the journal's house conventions — numbered sections, author–date Elsevier referencing, a concise stand-alone abstract, specialist intermediation vocabulary, and prose that explains the mechanism before the specifications. It edits for style; it does not invent content.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Writing & Content, covering Brand voice and tone. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Revising a Journal of Financial Intermediation (JFI) manuscript for the journals house conventions — numbered sections
- Author–date Elsevier referencing
- A concise stand-alone abstract
- Specialist intermediation vocabulary
Example prompts
- “/jfi-writing-style”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Jfi Writing Style loads about 1.3k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 555 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 555 words, ~1,251 tokens.
Download SKILL.mdSave it as
.claude/skills/jfi-writing-style/SKILL.md (or your agent's skills folder).- name
- jfi-writing-style
- description
- Use when revising a Journal of Financial Intermediation (JFI) manuscript for the journal's house conventions — numbered sections, author–date Elsevier referencing, a concise stand-alone abstract, specialist intermediation vocabulary, and prose that explains the mechanism before the specifications. It edits for style; it does not invent content.
Writing Style (jfi-writing-style)
When to trigger
- Polishing a JFI draft before submission or revision
- Aligning references, sections, and abstract with JFI/Elsevier conventions
JFI house conventions (verified 2026-06-20; re-confirm on the official page)
- Numbered sections (1, 1.1, 1.1.1) structure the manuscript.
- References: "your-paper-your-way" at submission — any internally consistent style is accepted; the journal applies an author–date (name–year) Elsevier style at proof. In-text citations give surname(s) and year, with "et al." for three or more authors; the list is alphabetical then chronological, with a/b/c disambiguation for same-author/same-year items. Keep author–year fields clean.
- Abstract: concise, factual, and able to stand alone, with references avoided; keep it at 250 words or fewer.
- Keywords: provide 1-7 English keywords for indexing.
- Optional Highlights: 3–5 bullets, max 85 characters each, strongly encouraged.
- Generative-AI disclosure: if AI writing tools were used, declare them in a dedicated section before the References (see jfi-submission).
Make the mechanism land
JFI is read by intermediation specialists who reward a clearly motivated economic mechanism:
- Explain the intermediary friction and channel before the econometric specification or the formal model — the reader should know why before how.
- Tie every result back to the intermediation contribution (see jfi-contribution-framing); avoid coefficient-by-coefficient narration with no economic interpretation.
- Define institutional terms on first use; precision about banks, loans, and regulation signals fluency.
Mechanism-first rewrite, worked (illustrative)
- Before: "We regress loan growth on the capital shortfall interacted with bank size, controlling for firm fixed effects. The coefficient is −2.1 and significant at the 1% level."
- After: "Banks that must rebuild capital face a choice between costly equity and shrinking assets. If lending relationships embody information rivals cannot replicate, constrained banks can cut relationship credit without losing the borrower — so recapitalization's burden falls on locked-in firms. Consistent with this, a 1pp shortfall reduces credit to the same firm by 2.1pp, and twice that for single-bank borrowers."
- The rewrite names friction → channel → prediction before the number, which is how this journal's specialist readership parses a result; the regression mechanics move to the design section.
Show full SKILL.md (223 more words)Show less
An intermediation lexicon check
Loose vocabulary signals a non-specialist to a single-blind referee who knows your name:
- liquidity creation (the Diamond–Dybvig transformation function) vs. liquidity provision (supplying funds) — not interchangeable;
- capital requirement (the rule) vs. capital ratio (the outcome) vs. capital shock (the change you exploit);
- say credit supply only after demand is absorbed — until then it is "lending growth";
- relationship lending implies repeated interaction and private information, not merely an existing loan;
- a run is strategic withdrawal, not any deposit outflow;
- shadow bank denotes intermediation outside the regulated perimeter, not any nonbank financial firm.
Style pushbacks at this venue, and fixes
- "The introduction is a results list" → restructure as friction, mechanism, design, finding, lesson.
- "Notation drifts between model and empirics" → one symbol table; the model's friction parameter should be the object the regression coefficient estimates or proxies.
- "Reads like a policy report" → replace recommendation language with the equilibrium or identified margin the analysis actually delivers.
- "The abstract could describe ten papers" → one abstract sentence each for friction, design or model, headline magnitude or proposition, and the intermediation lesson; cut everything else.
Anti-patterns
- A numbered/footnote citation style left in at submission with no internal consistency
- An abstract stuffed with references or with no stated finding
- Specifications introduced before the mechanism is explained
- Forgetting the AI-disclosure section when such tools were used
Output format
【Sections】numbered (1, 1.1)? [Y/N]
【References】internally consistent, author–year-ready? [Y/N]
【Abstract】concise, stand-alone, no refs, <=250 words? [Y/N]
【Mechanism-first】explained before specs? [Y/N]
【AI disclosure】present-if-used? [Y/N]
【Next skill】jfi-replication-and-data-policy© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jfi Writing Style next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jfi Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| BrandOhh-889/skyroc | 795 | 13 repos | ~733 | Automated safety check: Pass | MIT | |
| Khazix WeChat Article WriterKKKKhazix/khazix-skills | 21k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Writing Guidelinesvercel-labs/agent-skills | 32k | 7 repos | ~309 | Automated safety check: Pass | None | |
| Unslop AI Writing Cleanuptheclaymethod/unslop | 518 | — | ~1.7k | Automated safety check: Pass | MIT |
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Writing Guidelines
vercel-labs/agent-skills
Review docs/prose for Writing Guidelines compliance. An agent skill from vercel-labs/agent-skills.
Unslop AI Writing Cleanup
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Removes AI writing tells from prose through an audit-first flow, routing to a two-pass rewrite, a report-only cleanup, voice teaching or mimicry depending on the sub-command used.
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Applies UX writing practice to interface copy such as buttons, errors, forms and onboarding, using four quality standards and accessibility guidance.
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Questions about Jfi Writing Style
What does Jfi Writing Style do?
A skill your agent uses when revising a Journal of Financial Intermediation (JFI) manuscript for the journal's house conventions — numbered sections, author–date Elsevier referencing, a concise…. Jfi Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising a Journal of Financial Intermediation (JFI) manuscript for the journal's house conventions — numbered sections, author–date Elsevier referencing, a concise stand-alone abstract, specialist intermediation vocabulary, and prose that explains the mechanism before the specifications.
When should I use Jfi Writing Style?
Jfi Writing Style fits situations like: revising a Journal of Financial Intermediation (JFI) manuscript for the journals house conventions — numbered sections; author–date Elsevier referencing; A concise stand-alone abstract; specialist intermediation vocabulary.
How do I install Jfi Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a claude-code`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jfi-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Jfi Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a codex`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jfi-writing-style in your project. Codex loads it when a task matches its description.
Can I use Jfi Writing Style in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-writing-style -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jfi-writing-style, .gemini/skills/jfi-writing-style, .github/skills/jfi-writing-style and .opencode/skills/jfi-writing-style in your project.
What does Jfi Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfi Writing Style is instructions for the agent only.
Does Jfi Writing Style access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Jfi Writing Style safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Jfi Writing Style use?
Jfi Writing Style is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jfi Writing Style use?
About 1.3k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Jfi Writing Style?
Skills that share tags, products or a category with Jfi Writing Style: Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), Brand (Ohh-889/skyroc, 795 stars), Khazix WeChat Article Writer (KKKKhazix/khazix-skills, 21k stars) and Writing Guidelines (vercel-labs/agent-skills, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jfi Writing Style?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.